Machine Unlearning on CIFAR-10 High-gradient-norm deletion (test)
68.25AccuracyORTR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ORTRBackbone=ResNet-18, Deletion Ratio=10%2026.02 | 68.25 | 0 | 0 | |
| SRAGUBackbone=ResNet-18, Deletion Ratio=10%2026.02 | 65.88 | 0.049 | 0.058 | |
| SISABackbone=ResNet-18, Deletion Ratio=10%2026.02 | 64.64 | 0.118 | 0.145 | |
| SalUnBackbone=ResNet-18, Deletion Ratio=10%2026.02 | 64.34 | 0.153 | 0.242 | |
| BoundBackbone=ResNet-18, Deletion Ratio=10%2026.02 | 64.3 | 0.158 | 0.238 | |
| AGUBackbone=ResNet-18, Deletion Ratio=10%2026.02 | 64.24 | 0.162 | 0.258 | |
| AmnBackbone=ResNet-18, Deletion Ratio=10%2026.02 | 64.11 | 0.124 | 0.153 | |
| SCRUBBackbone=ResNet-18, Deletion Ratio=10%2026.02 | 64.05 | 0.132 | 0.235 |